Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 12:11 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 4.9919092718 |
| 1990-02-01 | 4.9589841111 |
| 1990-03-01 | 5.0498949954 |
| 1990-04-01 | 5.0557705038 |
| 1990-05-01 | 5.0596068793 |
| 1990-06-01 | 5.0681240893 |
| 1990-07-01 | 5.4138745329 |
| 1990-08-01 | 5.3938901669 |
| 1990-09-01 | 5.5960540839 |
| 1990-10-01 | 5.2250423080 |
| 1990-11-01 | 5.4094151975 |
| 1990-12-01 | 5.3871392923 |
| 1991-01-01 | 5.2882610498 |
| 1991-02-01 | 5.2518774018 |
| 1991-03-01 | 5.2374279708 |
| 1991-04-01 | 5.3573847957 |
| 1991-05-01 | 5.4584821701 |
| 1991-06-01 | 5.4712212267 |
| 1991-07-01 | 5.5164543993 |
| 1991-08-01 | 5.6013659521 |
| 1991-09-01 | 5.6066275418 |
| 1991-10-01 | 5.6291318929 |
| 1991-11-01 | 5.6125790311 |
| 1991-12-01 | 5.6966038731 |
| 1992-01-01 | 6.1796490075 |
| 1992-02-01 | 6.1298830154 |
| 1992-03-01 | 6.1142163595 |
| 1992-04-01 | 6.2611659321 |
| 1992-05-01 | 6.2526419108 |
| 1992-06-01 | 6.3743179052 |
| 1992-07-01 | 6.3265637976 |
| 1992-08-01 | 6.2195547164 |
| 1992-09-01 | 6.3190175086 |
| 1992-10-01 | 5.5368106358 |
| 1992-11-01 | 5.5187221469 |
| 1992-12-01 | 5.5139491656 |
| 1993-01-01 | 5.1624033995 |
| 1993-02-01 | 5.1979153707 |
| 1993-03-01 | 5.2844042776 |
| 1993-04-01 | 5.0627671619 |
| 1993-05-01 | 5.0522394544 |
| 1993-06-01 | 5.0749762971 |
| 1993-07-01 | 5.0342252352 |
| 1993-08-01 | 5.1420000389 |
| 1993-09-01 | 5.2370135454 |
| 1993-10-01 | 5.3468457344 |
| 1993-11-01 | 5.4180113766 |
| 1993-12-01 | 5.4270092575 |
| 1994-01-01 | 5.4417704439 |
| 1994-02-01 | 5.4767557717 |
| 1994-03-01 | 5.4606518664 |
| 1994-04-01 | 5.4716892304 |
| 1994-05-01 | 5.4492704493 |
| 1994-06-01 | 5.3744537030 |
| 1994-07-01 | 5.4341319450 |
| 1994-08-01 | 5.3526977535 |
| 1994-09-01 | 5.2530245395 |
| 1994-10-01 | 5.0599878084 |
| 1994-11-01 | 5.2110467770 |
| 1994-12-01 | 5.2325422064 |
| 1995-01-01 | 5.5345523152 |
| 1995-02-01 | 5.4784773270 |
| 1995-03-01 | 5.5494885799 |
| 1995-04-01 | 5.4763106996 |
| 1995-05-01 | 5.5468966561 |
| 1995-06-01 | 5.4655524691 |
| 1995-07-01 | 5.5118266855 |
| 1995-08-01 | 5.6504134649 |
| 1995-09-01 | 5.7705523090 |
| 1995-10-01 | 5.7779893156 |
| 1995-11-01 | 5.8091695104 |
| 1995-12-01 | 5.8201686996 |
| 1996-01-01 | 6.0452322082 |
| 1996-02-01 | 6.0979335921 |
| 1996-03-01 | 6.1534656255 |
| 1996-04-01 | 6.1771980437 |
| 1996-05-01 | 6.1375013294 |
| 1996-06-01 | 6.2469682836 |
| 1996-07-01 | 6.1837977395 |
| 1996-08-01 | 6.2460328631 |
| 1996-09-01 | 6.2837448625 |
| 1996-10-01 | 6.4008075795 |
| 1996-11-01 | 6.5122390521 |
| 1996-12-01 | 6.4946583680 |
| 1997-01-01 | 6.6673889910 |
| 1997-02-01 | 6.6238403560 |
| 1997-03-01 | 6.5518648879 |
| 1997-04-01 | 6.6674517020 |
| 1997-05-01 | 6.8382439929 |
| 1997-06-01 | 6.9196379578 |
| 1997-07-01 | 7.1666986546 |
| 1997-08-01 | 7.3526857599 |
| 1997-09-01 | 7.3025513891 |
| 1997-10-01 | 8.5215625178 |
| 1997-11-01 | 7.5074628036 |
| 1997-12-01 | 7.5568424831 |
| 1998-01-01 | 7.4752946882 |
| 1998-02-01 | 7.5472938921 |
| 1998-03-01 | 7.4517011682 |
| 1998-04-01 | 7.8612886051 |
| 1998-05-01 | 8.2430523745 |
| 1998-06-01 | 8.2997264792 |
| 1998-07-01 | 8.2695893588 |
| 1998-08-01 | 8.0676539889 |
| 1998-09-01 | 8.0181363822 |
| 1998-10-01 | 7.7344298980 |
| 1998-11-01 | 7.7892654358 |
| 1998-12-01 | 7.9252752906 |
| 1999-01-01 | 7.7752632443 |
| 1999-02-01 | 7.8553551488 |
| 1999-03-01 | 7.8486039206 |
| 1999-04-01 | 7.9574608916 |
| 1999-05-01 | 7.9583107777 |
| 1999-06-01 | 7.9884835070 |
| 1999-07-01 | 7.9825642453 |
| 1999-08-01 | 7.8812555050 |
| 1999-09-01 | 7.5257177825 |
| 1999-10-01 | 7.9440689568 |
| 1999-11-01 | 7.9751407034 |
| 1999-12-01 | 8.1196250844 |
| 2000-01-01 | 8.0512822274 |
| 2000-02-01 | 8.1384295746 |
| 2000-03-01 | 8.3515733513 |
| 2000-04-01 | 8.5586203380 |
| 2000-05-01 | 8.1711894937 |
| 2000-06-01 | 8.1897578336 |
| 2000-07-01 | 8.2014355267 |
| 2000-08-01 | 8.3913939912 |
| 2000-09-01 | 8.4270014338 |
| 2000-10-01 | 8.5547386127 |
| 2000-11-01 | 8.6660199120 |
| 2000-12-01 | 8.6248317526 |
| 2001-01-01 | 7.6187671252 |
| 2001-02-01 | 7.4088050124 |
| 2001-03-01 | 7.3492783687 |
| 2001-04-01 | 7.2670468264 |
| 2001-05-01 | 7.1903500270 |
| 2001-06-01 | 7.1035987795 |
| 2001-07-01 | 6.9196311232 |
| 2001-08-01 | 6.8872618492 |
| 2001-09-01 | 6.9250320803 |
| 2001-10-01 | 6.9603003406 |
| 2001-11-01 | 6.9539586519 |
| 2001-12-01 | 6.8344560657 |
| 2002-01-01 | 6.8827976887 |
| 2002-02-01 | 6.9873456361 |
| 2002-03-01 | 6.8696227159 |
| 2002-04-01 | 6.9777468329 |
| 2002-05-01 | 6.8962340436 |
| 2002-06-01 | 7.2149755687 |
| 2002-07-01 | 7.3276692345 |
| 2002-08-01 | 7.5763345609 |
| 2002-09-01 | 7.5273206817 |
| 2002-10-01 | 7.1593404023 |
| 2002-11-01 | 7.1436050097 |
| 2002-12-01 | 7.2365275694 |
| 2003-01-01 | 7.5688708969 |
| 2003-02-01 | 7.4757053329 |
| 2003-03-01 | 7.4906041054 |
| 2003-04-01 | 7.4901397983 |
| 2003-05-01 | 7.5029510804 |
| 2003-06-01 | 7.4277644842 |
| 2003-07-01 | 7.4191570830 |
| 2003-08-01 | 7.3513405732 |
| 2003-09-01 | 7.2238289491 |
| 2003-10-01 | 7.1514588263 |
| 2003-11-01 | 7.1436311247 |
| 2003-12-01 | 7.3467142506 |
| 2004-01-01 | 7.2746578368 |
| 2004-02-01 | 7.2754704530 |
| 2004-03-01 | 7.3076647505 |
| 2004-04-01 | 7.1946315170 |
| 2004-05-01 | 7.1973716176 |
| 2004-06-01 | 7.1291821501 |
| 2004-07-01 | 7.2076966807 |
| 2004-08-01 | 7.2304372792 |
| 2004-09-01 | 7.2288015529 |
| 2004-10-01 | 7.2445449981 |
| 2004-11-01 | 7.2461768385 |
| 2004-12-01 | 7.2519540116 |
| 2005-01-01 | 6.8937871461 |
| 2005-02-01 | 6.8783848963 |
| 2005-03-01 | 6.9069638170 |
| 2005-04-01 | 7.0956474810 |
| 2005-05-01 | 7.0952250959 |
| 2005-06-01 | 7.1434666379 |
| 2005-07-01 | 7.0035387513 |
| 2005-08-01 | 7.0048619255 |
| 2005-09-01 | 7.0224658661 |
| 2005-10-01 | 7.1306033063 |
| 2005-11-01 | 7.1370349124 |
| 2005-12-01 | 7.1631220921 |
| 2006-01-01 | 7.2237398772 |
| 2006-02-01 | 7.1925096339 |
| 2006-03-01 | 7.2126803953 |
| 2006-04-01 | 7.1893231973 |
| 2006-05-01 | 7.1833587111 |
| 2006-06-01 | 7.2514676972 |
| 2006-07-01 | 7.4028548646 |
| 2006-08-01 | 7.4862503192 |
| 2006-09-01 | 7.5143942157 |
| 2006-10-01 | 7.6146906080 |
| 2006-11-01 | 7.6279078735 |
| 2006-12-01 | 7.6836161588 |
| 2007-01-01 | 7.8483184760 |
| 2007-02-01 | 7.9995491964 |
| 2007-03-01 | 8.1125187983 |
| 2007-04-01 | 8.0891210783 |
| 2007-05-01 | 8.1833937592 |
| 2007-06-01 | 8.2639286778 |
| 2007-07-01 | 8.1972773345 |
| 2007-08-01 | 8.1674112331 |
| 2007-09-01 | 8.1950004462 |
| 2007-10-01 | 8.1946710401 |
| 2007-11-01 | 8.3216794144 |
| 2007-12-01 | 8.3094632230 |
| 2008-01-01 | 8.3714863164 |
| 2008-02-01 | 8.4105602295 |
| 2008-03-01 | 8.4117910523 |
| 2008-04-01 | 8.4895258675 |
| 2008-05-01 | 8.4842020593 |
| 2008-06-01 | 8.3646245222 |
| 2008-07-01 | 8.3908501374 |
| 2008-08-01 | 8.5533868442 |
| 2008-09-01 | 8.4868534186 |
| 2008-10-01 | 8.2798490499 |
| 2008-11-01 | 8.2212399346 |
| 2008-12-01 | 8.1231699486 |
| 2009-01-01 | 7.8841427414 |
| 2009-02-01 | 7.6151620009 |
| 2009-03-01 | 7.6085871857 |
| 2009-04-01 | 7.7972133373 |
| 2009-05-01 | 7.7939501274 |
| 2009-06-01 | 7.6642950441 |
| 2009-07-01 | 7.7881473804 |
| 2009-08-01 | 7.7410891958 |
| 2009-09-01 | 7.6835153654 |
| 2009-10-01 | 7.6630285747 |
| 2009-11-01 | 7.6147047795 |
| 2009-12-01 | 7.6183124490 |
| 2010-01-01 | 7.8037448260 |
| 2010-02-01 | 7.8278787077 |
| 2010-03-01 | 7.9148306560 |
| 2010-04-01 | 7.8017627542 |
| 2010-05-01 | 7.7945096654 |
| 2010-06-01 | 7.8496544241 |
| 2010-07-01 | 7.7838059744 |
| 2010-08-01 | 7.7353636149 |
| 2010-09-01 | 7.7957457661 |
| 2010-10-01 | 7.8589002371 |
| 2010-11-01 | 7.8188878880 |
| 2010-12-01 | 7.8114662848 |
| 2011-01-01 | 7.9085723449 |
| 2011-02-01 | 7.6266561982 |
| 2011-03-01 | 7.6106369511 |
| 2011-04-01 | 7.6072239249 |
| 2011-05-01 | 7.5010707316 |
| 2011-06-01 | 7.5330549825 |
| 2011-07-01 | 7.4769355963 |
| 2011-08-01 | 7.5406059756 |
| 2011-09-01 | 7.5126111889 |
| 2011-10-01 | 7.5594569336 |
| 2011-11-01 | 7.7255069810 |
| 2011-12-01 | 7.4991363633 |
| 2012-01-01 | 7.5167492991 |
| 2012-02-01 | 7.6286965693 |
| 2012-03-01 | 7.5089075523 |
| 2012-04-01 | 7.4984021891 |
| 2012-05-01 | 7.5931423942 |
| 2012-06-01 | 7.7126642181 |
| 2012-07-01 | 7.7689981659 |
| 2012-08-01 | 7.8541811955 |
| 2012-09-01 | 7.8278857692 |
| 2012-10-01 | 8.0772837267 |
| 2012-11-01 | 7.9444288713 |
| 2012-12-01 | 7.8960194600 |
| 2013-01-01 | 7.8150337208 |
| 2013-02-01 | 7.8161774756 |
| 2013-03-01 | 7.9096446672 |
| 2013-04-01 | 7.8746316664 |
| 2013-05-01 | 7.9853372758 |
| 2013-06-01 | 7.9017126106 |
| 2013-07-01 | 7.8641164746 |
| 2013-08-01 | 7.8697588374 |
| 2013-09-01 | 7.8299427480 |
| 2013-10-01 | 7.7986415803 |
| 2013-11-01 | 7.8628034920 |
| 2013-12-01 | 7.9928243195 |
| 2014-01-01 | 8.1235601652 |
| 2014-02-01 | 8.1167812662 |
| 2014-03-01 | 8.1113837601 |
| 2014-04-01 | 8.0358511266 |
| 2014-05-01 | 7.9634215513 |
| 2014-06-01 | 7.9970074850 |
| 2014-07-01 | 8.0649562598 |
| 2014-08-01 | 7.9836663545 |
| 2014-09-01 | 8.0232177453 |
| 2014-10-01 | 8.1253072365 |
| 2014-11-01 | 8.2911320026 |
| 2014-12-01 | 8.2976945350 |
| 2015-01-01 | 8.0225290868 |
| 2015-02-01 | 8.0095719244 |
| 2015-03-01 | 8.0056023765 |
| 2015-04-01 | 8.0956821900 |
| 2015-05-01 | 8.1529967221 |
| 2015-06-01 | 8.0984918600 |
| 2015-07-01 | 8.0735174759 |
| 2015-08-01 | 8.0046642164 |
| 2015-09-01 | 8.0140077826 |
| 2015-10-01 | 7.9354164619 |
| 2015-11-01 | 7.9063267436 |
| 2015-12-01 | 7.8975122965 |
| 2016-01-01 | 8.0240487506 |
| 2016-02-01 | 8.0124355425 |
| 2016-03-01 | 7.9003039156 |
| 2016-04-01 | 7.9609117832 |
| 2016-05-01 | 7.8409296765 |
| 2016-06-01 | 7.7026237252 |
| 2016-07-01 | 7.8929104810 |
| 2016-08-01 | 7.9235337205 |
| 2016-09-01 | 7.9101276569 |
| 2016-10-01 | 7.8388325387 |
| 2016-11-01 | 7.8122403709 |
| 2016-12-01 | 7.7978451738 |
| 2017-01-01 | 7.7113004872 |
| 2017-02-01 | 7.7013485487 |
| 2017-03-01 | 7.7954898458 |
| 2017-04-01 | 7.7478500026 |
| 2017-05-01 | 7.7444477120 |
| 2017-06-01 | 7.7120548835 |
| 2017-07-01 | 7.6146730372 |
| 2017-08-01 | 7.6379072509 |
| 2017-09-01 | 7.6141227954 |
| 2017-10-01 | 7.4290761498 |
| 2017-11-01 | 7.5003626294 |
| 2017-12-01 | 7.4954678968 |
| 2018-01-01 | 7.3959935986 |
| 2018-02-01 | 7.3934265019 |
| 2018-03-01 | 7.3853911600 |
| 2018-04-01 | 7.4595272554 |
| 2018-05-01 | 7.4476451254 |
| 2018-06-01 | 7.4191730312 |
| 2018-07-01 | 7.4360817810 |
| 2018-08-01 | 7.3483617008 |
| 2018-09-01 | 7.4257699656 |
| 2018-10-01 | 7.4179233235 |
| 2018-11-01 | 7.3846043871 |
| 2018-12-01 | 7.3915931059 |
| 2019-01-01 | 7.3689760809 |
| 2019-02-01 | 7.3800034819 |
| 2019-03-01 | 7.4785513875 |
| 2019-04-01 | 7.3903995004 |
| 2019-05-01 | 7.3596019437 |
| 2019-06-01 | 7.3257249256 |
| 2019-07-01 | 7.3415115266 |
| 2019-08-01 | 7.3535123267 |
| 2019-09-01 | 7.3358458846 |
| 2019-10-01 | 7.4064476057 |
| 2019-11-01 | 7.4745116240 |
| 2019-12-01 | 7.4942708364 |
| 2020-01-01 | 7.5405539981 |
| 2020-02-01 | 7.5699060182 |
| 2020-03-01 | 7.5727053728 |
| 2020-04-01 | 6.8273705806 |
| 2020-05-01 | 6.8651650281 |
| 2020-06-01 | 6.9247394485 |
| 2020-07-01 | 6.9379843154 |
| 2020-08-01 | 7.0480176937 |
| 2020-09-01 | 7.1435553094 |
| 2020-10-01 | 7.3110011447 |
| 2020-11-01 | 7.3779184492 |
| 2020-12-01 | 7.4019664372 |
| 2021-01-01 | 7.5125822254 |
| 2021-02-01 | 7.5575206658 |
| 2021-03-01 | 7.5693897976 |
| 2021-04-01 | 7.5582820524 |
| 2021-05-01 | 7.5678710101 |
| 2021-06-01 | 7.6214747607 |
| 2021-07-01 | 7.6267692541 |
| 2021-08-01 | 7.6301350240 |
| 2021-09-01 | 7.5479152983 |
| 2021-10-01 | 7.7299058292 |
| 2021-11-01 | 7.6919249254 |
| 2021-12-01 | 7.8090368269 |
| 2022-01-01 | 7.5972786610 |
| 2022-02-01 | 7.5492009907 |
| 2022-03-01 | 7.5634111429 |
| 2022-04-01 | 7.5755241568 |
| 2022-05-01 | 7.6625938350 |
| 2022-06-01 | 7.7148351977 |
| 2022-07-01 | 7.8170876502 |
| 2022-08-01 | 7.8100892644 |
| 2022-09-01 | 7.8537988274 |
| 2022-10-01 | 7.7550738074 |
| 2022-11-01 | 7.7118662686 |
| 2022-12-01 | 7.7076326188 |
| 2023-01-01 | 7.7935453354 |
| 2023-02-01 | 7.7405497134 |
| 2023-03-01 | 7.7603263659 |
| 2023-04-01 | 7.6816709423 |
| 2023-05-01 | 7.6542751270 |
| 2023-06-01 | 7.6138026170 |
| 2023-07-01 | 7.5018202863 |
| 2023-08-01 | 7.4970777565 |
| 2023-09-01 | 7.4591320056 |
| 2023-10-01 | 7.3786694190 |
| 2023-11-01 | 7.3306095906 |
| 2023-12-01 | 7.3033440899 |
| 2024-01-01 | 7.5951523677 |
| 2024-02-01 | 7.5325718994 |
| 2024-03-01 | 7.5561825567 |
| 2024-04-01 | 7.5761259993 |
| 2024-05-01 | 7.6471405279 |
| 2024-06-01 | 7.5159835307 |
| 2024-07-01 | 7.4939074491 |
| 2024-08-01 | 7.4934907768 |
| 2024-09-01 | 7.3678216831 |
| 2024-10-01 | 7.2951052387 |
| 2024-11-01 | 7.3416040513 |
| 2024-12-01 | 7.2941552836 |
| 2025-01-01 | 7.0981168591 |
| 2025-02-01 | 7.1224854667 |
| 2025-03-01 | 7.0526295830 |
| 2025-04-01 | 7.0693601691 |
| 2025-05-01 | 7.0452272718 |
| 2025-06-01 | 7.0234884214 |
| 2025-07-01 | 6.9890250539 |
| 2025-08-01 | 6.9967905825 |
| 2025-09-01 | 6.9765750615 |
| 2025-10-01 | 7.0010400239 |
| 2025-11-01 | 6.9405876954 |
| 2025-12-01 | 6.9847149613 |
| 2026-01-01 | 7.0011074387 |
| 2026-02-01 | 7.0168895934 |
| 2026-03-01 | 6.9523733161 |
| 2026-04-01 | 6.8626762209 |
| 2026-05-01 | 6.8465743189 |
| 2026-06-01 | 6.8287902563 |
| 2026-07-01 | 6.8891767839 |
| 2026-08-01 | 6.8030440894 |